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Phrase Based & Neural Unsupervised Machine Translation

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Figure

Figure 1: Toy illustration of the three principles of unsupervised MT. A) There are two monolingual datasets
Table 1: Unsupervised phrase table. Example of candi-date French to English phrase translations, along with theircorresponding conditional likelihoods.
Table 2: Comparison with previous approaches.language pairs.and without back-translation (PBSMT (Iter
Figure 3: Results with PBSMT on the fr → en pair at different iterations. We vary: Left) the quality of the initial alignmentbetween the source and target embeddings (measured in P@1 on the word translation task), Middle) the number of sentencesused to train the language models, Right) the number of sentences used for back-translation.

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